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Theory and Methods

Case Definition and Design Sensitivity

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Pages 1457-1468 | Received 01 Apr 2012, Published online: 19 Dec 2013

References

  • Cohen , J. C. , Kiss , R. S. , Pertsemlidis , A. , Kotowski , I. K. , Graham , R. , Kim Garcia , C. and Hobbs , H. H. 2005 . Low LDL Cholesterol in Individuals of African Descent Resulting From Frequent Nonsense Mutations in PCSK9 . Nature Genetics , 37 : 161 – 165 .
  • Cornfield , J. , Haenszel , W. , Hammond , E. , Lilienfeld , A. , Shimkin , M. and Wynder , E. 1959 . Smoking and Lung Cancer . Journal of the National Cancer Institute , 22 : 173 – 203 .
  • Cox , D. R. 1970 . Analysis of Binary Data , London : Methuen .
  • Diprete , T. A. and Gangl , M. 2004 . Assessing Bias in the Estimation of Causal Effects . Sociological Methodology , 34 : 271 – 310 .
  • Egleston , B. L. , Scharfstein , D. O. and MacKenzie , E. 2009 . On Estimation of the Survivor Average Causal Effect in Observational Studies When Important Confounders Are Missing Due to Death . Biometrics , 65 : 497 – 504 .
  • Gastwirth , J. L. 1992 . Methods for Assessing the Sensitivity of Statistical Comparisons Used in Title VII Cases to Omitted Variables . Jurimetrics , 33 : 19 – 34 .
  • Heller , R. , Rosenbaum , P. R. and Small , D. S. 2009 . Split Samples and Design Sensitivity in Observational Studies . Journal of the American Statistical Association , 104 : 1090 – 1101 .
  • Holland , P. W. H. and Rubin , D. B. 1988 . Causal Inference in Retrospective Studies . Evaluation Review , 12 : 203 – 231 .
  • Hosman , C. A. , Hansen , B. B. and Holland , P. W. H. 2010 . The Sensitivity of Linear Regression Coefficients’ Confidence Limits to the Omission of a Confounder . Annals of Applied Statistics , 4 : 849 – 870 .
  • Imbens , G. W. 2003 . Sensitivity to Exogeneity Assumptions in Program Evaluation . American Economic Review , 93 : 126 – 132 .
  • Lin , D. Y. , Psaty , B. M. and Kronmal , R. A. 1998 . Assessing the Sensitivity of Regression Results to Unmeasured Confounders in Observational Studies . Biometrics , 54 : 948 – 963 .
  • Mantel , N. 1973 . Synthetic Retrospective Studies and Related Topics . Biometrics , 29 : 479 – 486 .
  • Marcus , S. M. 1997 . Using Omitted Variable Bias to Assess Uncertainty in the Estimation of an AIDS Education Treatment Effect . Journal of Educational Statistics , 22 : 193 – 201 .
  • McCandless , L. C. , Gustafson , P. and Levy , A. 2007 . Bayesian Sensitivity Analysis for Unmeasured Confounding in Observational Studies . Statistics in Medicine , 26 : 2331 – 2347 .
  • Mukherjee , B. , Liu , I. and Sinha , S. 2007 . Analysis of Matched Case-Control Data With Multiple Ordered Disease States . Statistics in Medicine , 26 : 3240 – 3257 .
  • Neyman , J. 1923 . On the Application of Probability Theory to Agricultural Experiments . Statistical Science , 5 : 463 – 480 . ,” translated and edited by D. M. Dabrowska and T. P. Speed (1990),
  • R Core Team. 2012 . R: A Language and Environment for Statistical Computing . R Foundation for Statistical Computing, Vienna, Available at http://www.R-project.org/
  • Rosenbaum , P. R. 1991 . Sensitivity Analysis for Matched Case-Control Studies . Biometrics , 47 : 87 – 100 .
  • Rosenbaum , P. R. 2002 . Observational Studies (2nd ed.) , New York : Springer .
  • Rosenbaum , P. R. 2004 . Design Sensitivity in Observational Studies . Biometrika , 91 : 153 – 164 .
  • Rosenbaum , P. R. 2010 . Design of Observational Studies , New York : Springer .
  • Rosenbaum , P. R. 2012a . An Exact, Adaptive Test With Superior Design Sensitivity in an Observational Study of Treatments for Ovarian Cancer . Annals of Applied Statistics , 6 : 83 – 105 .
  • Rosenbaum , P. R. 2012b . “ Nonreactive and Purely Reactive Doses in Observational Studies ” . In Causality: Statistical Perspectives and Applications , Edited by: Berzuini , C. , Dawid , A. P. and Bernardinelli , L. 272 – 289 . New York : Wiley . Section 19
  • Rosenbaum , P. R. 2013 . Impact of Multiple Matched Controls on Design Sensitivity in Observational Studies . Biometrics , 69 : 118 – 127 .
  • Rosenbaum , P. R. and Silber , J. H. 2008 . Aberrant Effects of Treatment . Journal of American Statistical Association , 103 : 240 – 247 .
  • Rosenbaum , P. R. 2009 . Amplification of Sensitivity Analysis in Observational Studies . Journal of American Statistical Association , 104 : 1398 – 1405 .
  • Rubin , D. B. 1974 . Estimating Causal Effects of Treatments in Randomized and Nonrandomized Studies . Journal of Educational Psychology , 66 : 688 – 701 .
  • Small , D. and Rosenbaum , P. R. 2008 . War and Wages: The Strength of Instrumental Variables and Their Sensitivity to Unobserved Biases . Journal of the American Statistical Association , 103 : 924 – 933 .
  • Spielberger , C. D. 1996 . State-Trait Anger Expression Inventory Professional Manual , Odessa, FL : Psychological Assessment Resources .
  • Springer , K. W. , Sheridan , J. , Kuo , D. and Carnes , M. 2007 . Long Term Physical and Mental Health Consequences of Childhood Physical Abuse . Child Abuse and Neglect , 31 : 517 – 530 .
  • Ury , H. 1975 . Efficiency of Case-Control Studies With Multiple Controls Pre Case . Biometrics , 31 : 643 – 649 .
  • Yanagawa , T. 1984 . Case-Control Studies: Assessing the Effect of a Confounding Factor . Biometrika , 71 : 191 – 194 .
  • Yu , B. B. and Gastwirth , J. L. 2005 . Sensitivity Analysis for Trend Tests: Application to the Risk of Radiation Exposure . Biostatistics , 6 : 201 – 209 .

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